Stochastic Imputation and Uncertainty-Aware Attention to EHR for Mortality Prediction.
Eunji JunAhmad Wisnu MulyadiHeung-Il SukPublished in: IJCNN (2019)
Keyphrases
- stochastic nature
- prediction accuracy
- missing values
- missing data
- prediction model
- prediction algorithm
- data imputation
- electronic health records
- prediction error
- early detection
- uncertain data
- conditional probabilities
- stochastic programming
- monte carlo
- prediction intervals
- prognostic models
- missing data imputation
- data sources